Data mining with ontologies implementations, findings, and frameworks
This book provides a comprehensive set of methodologies and tools for the development of ontological foundations for data mining in diverse domains ranging from biomedicine to marketing. Forming a benchmark reference for future efforts to enhance capabilities in ontology utilization and design, this...
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| Weitere Verfasser: | , , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey ; New York
Information Science Reference
[2008]
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| Schriftenreihe: | Premier reference source
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| Schlagworte: | |
| Online-Zugang: | DE-706 DE-1049 DE-898 DE-573 DE-1050 DE-83 URL des Erstveröffentlichers |
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Inhaltsangabe:
- 1. TODE: an ontology-based model for the dynamic population of web directories / Sofia Stamou, Alexandros Ntoulas, Dimitris Christodoulakis
- 2. Raising, to enhance rule mining in web marketing with the use of an ontology / Xuan Zhou, James Geller
- 3. Web usage mining for ontology management / Brigitte Trousse, Marie-Aude Aufaure, B en edicte Le Grand, Yves Lechevallier, Florent Masseglia
- 4. SOM-based clustering of multilingual documents using an ontology / Minh Pham, Delphine Bernhard, Gayo Diallo, Radja Messai, Michel Simonet
- 5. Ontology-based interpretation and validation of mined knowledge / Ana Canhoto
- 6. Data integration through protein ontology / Amandeep Sidhu, Tharam Dillon, Elizabeth Chang
- 7. TtoO: mining a thesaurus and texts to build and update a domain ontology / Josiane Mothe, Nathalie Hernandez
- 8. Evaluating the construction of domain ontologies for recommender systems based on texts / Stanley Loh, Daniel Lichtnow, Thyago Borges, Gustavo Piltcher
- 9. Enhancing the process of knowledge discovery in geographic databases using geo-ontologies / Vania Bogorny, Paulo Engel, Luis Alavares
- 10. Ontology-based construction of grid data mining workflows / Peter Brezany, Ivan Janciak, A Min Tjoa
- 11. Ontology-based data warehousing and mining approaches in petroleum industries / Shastri Nimmagadda, Heinz Dreher
- 12. A framework for integrating ontologies and pattern-bases / Evangelos Kotsifakos, Gerasimos Marketos, Yannis Theodoridis